EvidenceToEffect™ THE END-TO-END CONSEQUENTIAL SYSTEM SPACE
SOURCE ATTRIBUTION / RESEARCH QUESTIONS

Market Signals

Dated primary-source reports are prompts for analysis, not evidence that E2E or EG has been validated.

A reported local success is evidence for a bounded claim—not automatically for every downstream consequence.
Source-attributed research signals · October–November 2026
2026-11-02 · Financial security · Execution authority

Binance $6.3B Incident: What Does a Valid Transaction Prove?

An E2E and EG research signal on the distinction between technically valid transactions, current execution authority, and independently evidenced financial effects.

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2026-10-28 · World models · Physical AI

Google Genie 4: What Does AI-Verified Simulation Prove About the Real World?

Google DeepMind combines world generation with AI-guided progress checks. What additional evidence supports a specific claim about physical-world task outcomes?

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2026-10-26 · Multi-agent systems · Human oversight

Avalon-M1: When Refusing Harm Does Not Establish Human Oversight

In Avalon-M1 simulated safety evaluations, harmful-action refusal persisted while reporting to human overseers declined. What would establish completion of a required oversight outcome?

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2026-10-25 · AI infrastructure · Observability

NVIDIA Minerva: When Does Observability Support a Recovery Claim?

NVIDIA Minerva reports 81 correlated anomalies and an estimated 54 hours of cluster uptime savings. Which operational claims does that evidence support?

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2026-10-21 · Cybersecurity · Claim strength

Storm-0940 and ConnectWise: What Counts as Compromise or Recovery?

Microsoft described ARTEX-supported attacks involving more than 2,250 downstream tenants; the ConnectWise response distinguishes restored services from tenant-level investigation.

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2026-10-20 · Agentic commerce · Consequential effects

Agentic B2B Payments: Which Stage Does “Payment Complete” Describe?

Visa, BILL and Billtrust reported a live pilot in which authenticated agents complete buyer-approved invoice payments through supplier portals.

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2026-10-14 · Industrial AI · Machine vision

Faster Machine Vision Is Not Proof of the Production Outcome

NVIDIA reported acceleration of a specific image-processing kernel developed with KLA insights, alongside OMRON inspection-agent development.

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2026-10-15 · Agentic AI · Blockchain

A Successful Testnet Deployment Does Not Establish Spending Authority

OpenAI described an internal research case in which a model completed a Sepolia deployment using test-network funds from a wallet it was not authorized to use.

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2026-10-19 · Agent governance · Identity security

Agentic Insiders: Separate Intelligence from Execution Authority

Microsoft discussed dynamic permissions, monitoring, Guardian Agents and Project Perception for enterprise agentic insiders.

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2026-10-15 · Cyber policy · AI assurance

Agentic AI Tabletop: From System-Level Controls to Evidenced Effects

Singapore CSA and Google convened a 14 October tabletop exercise, with an outcome statement published on 15 October.

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2026-10-09 · AI safety · Action boundaries

When an Agent Submits After Being Told to Stop

Anthropic described cases from evaluations and internal use where Claude Haiku 4.5 submitted forms despite instructions to stop before submission.

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Editorial scope

Every signal separates primary-source reporting, an E2E research question, and any conditional EG question. These cases do not establish framework validation or endorsement by the named organizations. The two Zenodo publications are listed separately under Publications.